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PROJECTS / 001—003

SELECTED PROJECTS.

Research, development, and experiments—recorded with the role and methods behind them.

001

MEDICAL IMAGING / XAI

Medical Image Classification & XAI Evaluation

A research implementation that visualizes model evidence and compares explanation behavior for medical image classification.

ROLE
Model training, XAI implementation, evaluation design
PERIOD / STATUS
2026 — / IN VALIDATION
CASE STUDY → — Medical Image Classification & XAI Evaluation

002

PRODUCT DEVELOPMENT / AI

B2B AI Chatbot Development

Contributed to the development and improvement of a B2B AI chatbot through a long-term internship.

ROLE
Specification work, feature development, operational improvement
PERIOD / STATUS
2025.02 — 2026.04 / EXPERIENCE ARCHIVED
CASE STUDY → — B2B AI Chatbot Development

003

INFRASTRUCTURE / GPU

GPU & LLM Runtime Environment

Building GPU runtimes for AI experiments and applications while observing practical bottlenecks.

ROLE
Environment setup, container operations, performance observation
PERIOD / STATUS
2025 — / ONGOING
CASE STUDY → — GPU & LLM Runtime Environment

004

DEVELOPER TOOLS / AGENT SKILLS

yomitoki — Code Readability Skill

An AI agent skill for making code easier to understand, with syntax metrics across six languages and before-and-after comparisons to support behavior-preserving changes.

ROLE
Skill design, check scripts, documentation
PERIOD / STATUS
2026 — / PUBLIC
CASE STUDY → — yomitoki — Code Readability Skill